ln-520-test-planner

End-to-end test planning is coordinated by an orchestrator that delegates to specialized workers for research, manual testing, and automated test planning, enforcing sequential execution and validating results. It centralizes coordination to reduce handoffs and delays.

A no-direct-work design for test orchestration means the orchestrator only coordinates and reports rather than executing tests itself. This approach ensures guardrails and traceability by delegating tasks to specialized workers and validating their results.

Automate test planning after story implementation by invoking an orchestrator that delegates to test research, manual testing, and auto-test planning workers. It validates results and reports a final summary and test task URL back to the caller.

Test planning orchestration integrates with Story Quality Gate and Linear-like task systems to produce a final test task URL. It coordinates the workflow across specialized workers and reports the final summary back to the caller.

A test planning orchestrator requires specialized workers to function, as it only coordinates and reports without performing direct work. It delegates to test research, manual testing, and auto-test planning workers to generate and align tests.